Narrative vs. Python vs. RunMat Comparison


Narrative	Python	RunMat Dystr	+
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About Create new streams of revenue using the data you already collect with your own branded data shop. Narrative is focused on the fundamental principles that make buying and selling data easier, safer, and more strategic. Ensure that the data you access meets your standards, whatever they may be. Know exactly who you’re working with and how the data was collected. Easily access new supply and demand for a more agile and accessible data strategy. Own your data strategy entirely with end-to-end control of inputs and outputs. Our platform simplifies and automates the most time- and labor-intensive aspects of data acquisition, so you can access new data sources in days, not months. With filters, budget controls, and automatic deduplication, you’ll only ever pay for the data you need, and nothing that you don’t.	About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.	About RunMat (by Dystr) is a fast, free, open-source alternative for running MATLAB code. Users can run their existing MATLAB code with complete language grammar and core semantics. No license fees, no lock-in. RunMat is built with a modern compiler, which enables blazing-fast calculations. It boots in 5 milliseconds, GPU optimization is enabled by default, and it's a single, compact, cross-platform binary. Typical engineering use cases - Controls/signal processing & numerics: accelerate MATLAB-style loops plus heavy linear algebra; enjoy faster iteration due to instant startup and tiered JIT. - Batch/CI & serverless jobs: snapshots + compact binaries make it easy to run .m workloads in containers or ephemeral runners at scale. - Plot-heavy workflows: interactive GPU plots for exploratory analysis and reportable exports for stakeholders. - Education: remove license friction and start labs instantly; Jupyter kernel supports reproducible worksheets.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Data commerce platform for companies wanting to buy and sell data	Audience Developers interested in a beautiful but advanced programming language	Audience Engineers, Scientists, Researchers
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0 Free Version Free Trial	Pricing Free Free Version Free Trial	Pricing $0 Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Narrative United States www.narrative.io	Company Information Python Founded: 1991 www.python.org	Company Information Dystr Founded: 2020 United States runmat.org
Alternatives BDEX	Alternatives IBM SPSS Statistics IBM	Alternatives MATLAB The MathWorks
Revelate	AMPL	YAKINDU Model Viewer itemis AG
Databricks Data Intelligence Platform Databricks	AppleScript Apple	Collimator
Snowflake	Ruby Ruby Language	UberCloud Simr (formerly UberCloud)
Cloudera View All	JSON View All	SOLIDWORKS Simulation SolidWorks View All
Categories Big Data Data Catalog Data Collaboration Data Deduplication Data Discovery Data Exchange Data Lake Data Management Data Marketplaces Data Matching Data Monetization Data Pipeline Data Science Data Warehouse Database Identity Resolution Virtual Data Room	Categories Programming Languages	Categories Computer-Aided Engineering (CAE)
Show More Features Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates Data Discovery Features Contextual Search Data Classification Data Matching False Positives Reduction Self Service Data Preparation Sensitive Data Identification Visual Analytics Data Management Features Customer Data Data Analysis Data Capture Data Integration Data Migration Data Quality Control Data Security Information Governance Master Data Management Match & Merge Data Science Features Access Control Advanced Modeling Audit Logs Data Discovery Data Ingestion Data Preparation Data Visualization Model Deployment Reports Data Warehouse Features Ad hoc Query Analytics Data Integration Data Migration Data Quality Control ETL - Extract / Transfer / Load In-Memory Processing Match & Merge Database Features Backup and Recovery Creation / Development Data Migration Data Replication Data Search Data Security Database Conversion Mobile Access Monitoring NOSQL Performance Analysis Queries Relational Interface Virtualization Virtual Data Room Features Anonymity Management Audit Trail Collaboration Data Protection Data Storage Management Document Tagging Due Diligence Management Procurement Management Project Management Role-Based Permissions Secure Preview		Show More Features Computer-Aided Engineering (CAE) Features CAD/CAM Compatibility Finite Element Analysis Fluid Dynamics Import / Export Files Integrated 3D Modeling Manufacturing Process Simulation Mechanical Event Simulation Multibody Dynamics Thermal Analysis
Integrations Allure Report Clutch CodeCollab Devs.ai Inspector Kestra Neovim Noma Nuon OpenTelemetry Oracle SQL Developer PlatformIO PyQtGraph Quadratic SaaS Construct ScrapeOwl Simba SwapCode AI fal raylib Show More Integrations View All 4 Integrations	Integrations Allure Report Clutch CodeCollab Devs.ai Inspector Kestra Neovim Noma Nuon OpenTelemetry Oracle SQL Developer PlatformIO PyQtGraph Quadratic SaaS Construct ScrapeOwl Simba SwapCode AI fal raylib Show More Integrations View All 1216 Integrations	Integrations Allure Report Clutch CodeCollab Devs.ai Inspector Kestra Neovim Noma Nuon OpenTelemetry Oracle SQL Developer PlatformIO PyQtGraph Quadratic SaaS Construct ScrapeOwl Simba SwapCode AI fal raylib Show More Integrations View All 1 Integration
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